{"id":"W2599086479","doi":"10.29173/cais446","title":"Mapping the LIS Curriculum","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Curriculum; Computer science; The Internet; Information retrieval; World Wide Web; Library science; Mathematics education; Mathematics; Psychology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009788004,0.0003470946,0.0003370836,0.01345942,0.0007995017,0.002522487,0.0006059327,0.000416502,0.04200029],"category_scores_gemma":[0.009813106,0.0003001953,0.0003221962,0.02068561,0.0003415465,0.002076793,0.002236669,0.0006999802,0.01428934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002293312,"about_ca_system_score_gemma":0.004440798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01549728,"about_ca_topic_score_gemma":0.009495875,"domain_scores_codex":[0.9984982,0.0003383124,0.0001407375,0.000356404,0.000471526,0.0001949442],"domain_scores_gemma":[0.9959481,0.00121537,0.0005340468,0.0004014677,0.001549213,0.0003517123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003083343,0.0004267277,0.06525552,0.001633931,0.0000306436,0.0004945792,0.008687117,0.002406103,0.007255697,0.01730514,0.07130527,0.824891],"study_design_scores_gemma":[0.00006014196,0.0002604433,0.2183709,0.0008252641,0.00004256265,0.0005336429,0.01414658,0.005908745,0.008198529,0.00664436,0.7449376,0.00007118656],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.521224,0.001513507,0.03624283,0.001709186,0.0002975927,0.001162398,0.1768723,0.002938323,0.2580399],"genre_scores_gemma":[0.6539292,0.002466769,0.09059338,0.0003549928,0.0001199847,0.001901235,0.1511163,0.001450897,0.09806729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04200029,"threshold_uncertainty_score":0.140505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02301990442508492,"score_gpt":0.2265981547136434,"score_spread":0.2035782502885585,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}